Pedram Ghamisi

Full Professor, Lancaster Environment Centre, Lancaster University

Principal Researcher, HZDR

Joined

March 2023

Names

Pedram Ghamisi (Preferred)

Emails

****@gmail.com (Confirmed)

****@hzdr.de (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Lancaster Environment Centre, Lancaster University (lancaster.ac.uk)

2023 – Present

Principal Researcher

HZDR (hzdr.de)

2018 – Present

Principal Researcher

IARAI (iarai.ac.at)

2020 – 2022

Postdoc

DLR (dlr.de)

2015 – 2018

PhD student

University of Iceland (hi.is)

2012 – 2015

PhD student

University of Iceland (hi.is)

2012 – 2015

Advisors, Relations & Conflicts

Postdoc Advisor

Xiaoxiang Zhu

2015 – 2018

PhD Advisor

Jon Atli Benediktsson

2012 – 2015

Expertise

Deep Learning

2015 – Present

Social Good

2018 – 2023

deep learning

2015 – 2023

Remote Sensing

2012 – 2023

Publications

Transformer-based contrastive prototypical clustering for multimodal remote sensing data
Yaoming Cai, Zijia Zhang, Pedram Ghamisi, Behnood Rasti, Xiaobo Liu, Zhihua Cai
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- Inf. Sci. 2023
- Readers: Everyone
Guest Editorial: Spectral imaging powered computer vision
Jun Zhou, Fengchao Xiong, Lei Tong, Naoto Yokoya, Pedram Ghamisi
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- IET Comput. Vis. 2023
- Readers: Everyone
TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping
Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- Int. J. Appl. Earth Obs. Geoinformation 2023
- Readers: Everyone
WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping
Ali Jamali, Swalpa Kumar Roy, Pedram Ghamisi
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- Int. J. Appl. Earth Obs. Geoinformation 2023
- Readers: Everyone
Explainable Artificial Intelligence (XAI) Model for Earthquake Spatial Probability Assessment in Arabian Peninsula
Ratiranjan Jena, Abdallah Shanableh, Rami Al-Ruzouq, Biswajeet Pradhan, Mohamed Barakat A. Gibril, Mohamad Ali Khalil, Omid Ghorbanzadeh, Ganapathy Pattukandan Ganapathy, Pedram Ghamisi
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- Remote. Sens. 2023
- Readers: Everyone
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks
Shizhen Chang, Michael Kopp, Pedram Ghamisi
- Published: 01 Jan 2023, Last Modified: 09 May 2023
- CoRR 2023
- Readers: Everyone
Unpaired remote sensing image super-resolution with content-preserving weak supervision neural network
Jie Wu, Runmin Cong, Leyuan Fang, Chunle Guo, Bob Zhang, Pedram Ghamisi
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- Sci. China Inf. Sci. 2023
- Readers: Everyone
PCLDet: Prototypical Contrastive Learning for Fine-Grained Object Detection in Remote Sensing Images
Lihan Ouyang, Guangmiao Guo, Leyuan Fang, Pedram Ghamisi, Jun Yue
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- IEEE Trans. Geosci. Remote. Sens. 2023
- Readers: Everyone
Local Window Attention Transformer for Polarimetric SAR Image Classification
Ali Jamali, Swalpa Kumar Roy, Avik Bhattacharya, Pedram Ghamisi
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- IEEE Geosci. Remote. Sens. Lett. 2023
- Readers: Everyone
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction
Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- CoRR 2023
- Readers: Everyone

View all 231 publications

Co-Authors

View all 326 co-authors